The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the Edinburgh region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 44 26 38
Rank change year-on-year
-18 +12
Contract jobs citing Data Warehouse 52 80 49
As % of all contract IT jobs located in Edinburgh 4.19% 4.98% 3.83%
As % of the Database & Business Intelligence category 18.44% 30.19% 20.42%
Number of daily rates quoted 41 49 24
Median daily rate £400 £375 £398
Median daily rate % change year-on-year
+6.66% -5.66%
90% offered a daily rate of more than £310 £287 £350
10% offered a daily rate of more than £500 £500 £520
UK excluding London median daily rate £400 £375 £375
% change year-on-year
+6.66% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £30.00 £46.50
% change year-on-year
-31.66% -35.48%
Data Warehouse
Scotland

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Edinburgh region.

Database & Business Intelligence Category
Edinburgh
Contract IT job ads with a match in the
Database & Business Intelligence category
282 265 240
As % of all contract IT jobs located in Edinburgh 22.71% 16.49% 18.75%
Number of daily rates quoted 141 154 128
Median daily rate £375 £356 £350
Median daily rate % change year-on-year
+5.26% +1.78%
90% offered a daily rate of more than £246 £270 £250
10% offered a daily rate of more than £500 £500 £460
UK excluding London median daily rate £375 £363 £350
% change year-on-year
+3.44% +3.57%
Number of hourly rates quoted 2 2 1
Median hourly rate £44.88 £42.50 £11.00
Median hourly rate % change year-on-year
+5.58% +286.36%
UK excluding London median hourly rate £28.50 £28.06 £28.50
% change year-on-year
+1.55% -1.53%

Data Warehouse
Jobs Demand Trend in Edinburgh

The demand trend of contract jobs across the Edinburgh region citing Data Warehouse as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in Edinburgh

Data Warehouse
Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Warehouse across the Edinburgh region.

Data Warehouse Daily Rate Trend in Edinburgh

Data Warehouse
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the Edinburgh region over the 3 months to 30 July 2016.

Data Warehouse Daily Rate Histogram in Edinburgh

Data Warehouse
Hourly Rate Trend in Edinburgh

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Warehouse across the Edinburgh region.

Data Warehouse Hourly Rate Trend in Edinburgh

Data Warehouse
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 July 2016, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Edinburgh region with a requirement for Data Warehouse.

1 70 (62.50%) Finance
2 55 (49.11%) ETL
3 42 (37.50%) SQL
4 39 (34.82%) Migration
5 36 (32.14%) Banking
5 36 (32.14%) Data Modelling
6 32 (28.57%) Oracle
7 30 (26.79%) Data Migration
8 27 (24.11%) SQL Server
9 25 (22.32%) Business Intelligence
10 24 (21.43%) Stakeholder Management
10 24 (21.43%) Retail
11 22 (19.64%) Data Architecture
12 21 (18.75%) Retail Banking
13 20 (17.86%) Teradata
14 19 (16.96%) SAS
15 17 (15.18%) SQL Server Integration Services
15 17 (15.18%) Enterprise Data Warehouse
16 16 (14.29%) User Acceptance Testing
17 14 (12.50%) SQL Server Reporting Services
17 14 (12.50%) Dimensional Modelling
17 14 (12.50%) Data Quality
17 14 (12.50%) Analytics
18 13 (11.61%) Microsoft
18 13 (11.61%) Informatica
19 11 (9.82%) Business Analysis
20 10 (8.93%) SQL Server Analysis Services
21 9 (8.04%) Data Management
21 9 (8.04%) Agile Software Development
21 9 (8.04%) BusinessObjects

Data Warehouse
Top Related IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 19 (16.96%) SAS
2 3 (2.68%) SharePoint
3 2 (1.79%) Oracle Workflow
3 2 (1.79%) PowerExchange
3 2 (1.79%) SharePoint 2010
Applications
1 5 (4.46%) MS Excel
2 3 (2.68%) MS PowerPoint
2 3 (2.68%) MS Project
3 2 (1.79%) MS Visio
4 1 (0.89%) Spreadsheet
Business Applications
1 2 (1.79%) Cognos TM1
Cloud Services
1 5 (4.46%) Microsoft Azure
2 1 (0.89%) SaaS
Communications & Networking
1 1 (0.89%) Internet
1 1 (0.89%) LAN
1 1 (0.89%) SAN
1 1 (0.89%) Wi-Fi
1 1 (0.89%) WLAN
Database & Business Intelligence
1 27 (24.11%) SQL Server
2 17 (15.18%) Enterprise Data Warehouse
2 17 (15.18%) SQL Server Integration Services
3 14 (12.50%) SQL Server Reporting Services
4 10 (8.93%) SQL Server Analysis Services
5 9 (8.04%) BusinessObjects
6 8 (7.14%) SQL Server 2008
7 7 (6.25%) SQL Server 2012
8 6 (5.36%) Oracle Database
8 6 (5.36%) Relational Database
9 5 (4.46%) Big Data
9 5 (4.46%) Data Mart
9 5 (4.46%) Hadoop
9 5 (4.46%) Microsoft Analysis Services
10 4 (3.57%) Oracle Database 11g
10 4 (3.57%) PowerCenter
10 4 (3.57%) SQL Server 2014
11 3 (2.68%) HDInsight
11 3 (2.68%) OLTP
11 3 (2.68%) RDBMS
Development Applications
1 5 (4.46%) Team Foundation Server
2 3 (2.68%) Git (software)
3 2 (1.79%) ERwin
3 2 (1.79%) Visual Studio
4 1 (0.89%) gulp
4 1 (0.89%) Jasmine
4 1 (0.89%) Karma Test Runner
4 1 (0.89%) Protractor
4 1 (0.89%) SQL Server Management Studio (SSMS)
4 1 (0.89%) Subversion
General
1 70 (62.50%) Finance
2 36 (32.14%) Banking
3 24 (21.43%) Retail
4 21 (18.75%) Retail Banking
5 4 (3.57%) Law
6 2 (1.79%) Marketing
Job Titles
1 35 (31.25%) Analyst
2 34 (30.36%) Architect
3 25 (22.32%) Data Architect
4 15 (13.39%) Data Warehouse Architect
5 13 (11.61%) Developer
6 12 (10.71%) Data Analyst
6 12 (10.71%) Solutions Architect
6 12 (10.71%) Test Analyst
7 10 (8.93%) Business Intelligence Developer
8 9 (8.04%) Senior Analyst
8 9 (8.04%) SQL BI Developer
8 9 (8.04%) SQL Developer
9 7 (6.25%) Business Analyst
9 7 (6.25%) Data Warehouse Analyst
10 6 (5.36%) ETL Analyst
10 6 (5.36%) Project Manager
10 6 (5.36%) SSIS Developer
11 5 (4.46%) Data Warehouse Test Analyst
11 5 (4.46%) Migration Analyst
11 5 (4.46%) Migration Manager
Libraries, Frameworks & Software Standards
1 2 (1.79%) .NET
2 1 (0.89%) AngularJS
2 1 (0.89%) CSS
2 1 (0.89%) CSS3
2 1 (0.89%) D3.js
2 1 (0.89%) HTML
2 1 (0.89%) HTML5
2 1 (0.89%) Laravel
2 1 (0.89%) LESS
2 1 (0.89%) Middleware
2 1 (0.89%) PostGIS
2 1 (0.89%) Sass
2 1 (0.89%) SVG
2 1 (0.89%) Twitter Bootstrap
Miscellaneous
1 9 (8.04%) Analytical Skills
1 9 (8.04%) Credit Risk
2 6 (5.36%) Data Integration
3 5 (4.46%) Hybrid Cloud
4 2 (1.79%) Mainframe
4 2 (1.79%) Management Information System
4 2 (1.79%) Reference Data
5 1 (0.89%) Data Extraction
5 1 (0.89%) Data Structures
5 1 (0.89%) Fintech
5 1 (0.89%) Private Cloud
5 1 (0.89%) Statistics
5 1 (0.89%) User Experience
Operating Systems
1 5 (4.46%) Unix
2 1 (0.89%) Linux
2 1 (0.89%) Windows
Processes & Methodologies
1 55 (49.11%) ETL
2 39 (34.82%) Migration
3 36 (32.14%) Data Modelling
4 30 (26.79%) Data Migration
5 25 (22.32%) Business Intelligence
6 24 (21.43%) Stakeholder Management
7 22 (19.64%) Data Architecture
8 16 (14.29%) User Acceptance Testing
9 14 (12.50%) Analytics
9 14 (12.50%) Dimensional Modelling
10 11 (9.82%) Business Analysis
11 9 (8.04%) Agile Software Development
11 9 (8.04%) Data Management
12 8 (7.14%) Software Testing
13 7 (6.25%) Data Analysis
13 7 (6.25%) Data Analytics
13 7 (6.25%) Defect Management
13 7 (6.25%) Project Management
14 6 (5.36%) Asset Management
14 6 (5.36%) Test Planning
Programming Languages
1 42 (37.50%) SQL
2 8 (7.14%) T-SQL
3 6 (5.36%) PL/SQL
4 2 (1.79%) Bash Shell
4 2 (1.79%) Java
4 2 (1.79%) Python
5 1 (0.89%) C#
5 1 (0.89%) JavaScript
5 1 (0.89%) PHP
5 1 (0.89%) PowerShell
Qualifications
1 2 (1.79%) ISEB
2 1 (0.89%) Security Cleared
Quality Assurance & Compliance
1 14 (12.50%) Data Quality
2 6 (5.36%) QA
3 1 (0.89%) Solvency II
Systems Management
1 8 (7.14%) HP Quality Center
Vendors
1 32 (28.57%) Oracle
2 20 (17.86%) Teradata
3 13 (11.61%) Informatica
3 13 (11.61%) Microsoft
4 4 (3.57%) Trillium
5 3 (2.68%) Ab Initio
5 3 (2.68%) SAP
6 2 (1.79%) CA
6 2 (1.79%) Cognos
6 2 (1.79%) IBM
6 2 (1.79%) Nintex
7 1 (0.89%) Cloudera
7 1 (0.89%) GoldenSource
7 1 (0.89%) RedGate
7 1 (0.89%) Sybase
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